Go to the Indico Home Page Oldest event Older event Up to category Newer event Newest event
  • Indico style
  • Indico style - inline minutes
  • Indico style - numbered
  • Indico style - numbered + minutes
  • Indico Weeks View
    • Switch to the management area of this event
    Login

    3rd ICFA Beam Dynamics Mini-Workshop on Machine Learning Applications for Particle Accelerators (Chicago, IL - Palmer House Hilton)

    1โ€“4 Nov 2022
    Chicago, IL
    US/Central timezone

    Workshop Coordinator

    Session

    Poster Session (cold drinks and snacks)

    2 Nov 2022, 16:45
    4th Floor Exhibit Hall

    4th Floor Exhibit Hall

    Presentation materials

    There are no materials yet.

    1. 155. Classification and Prediction of Superconducting Magnet Quenches
      Joshua Curtis-Einstein (RadiaSoft, LLC)
      02/11/2022, 16:45
      Poster
    2. 128. Beam Loss Disentangling Model Hyperparameter Tuning Methods
      Isaiah Jones (Northwestern University)
      02/11/2022, 16:47
      Poster
    3. 129. Graph Embeddings for CEBAF Operations: Progress and Future Plans
      Chris Tennant (Jefferson Laboratory)
      02/11/2022, 16:49
      Poster
    4. 130. Emittance Measurement Speedup with Machine Learning at the Coherent electron Cooling Experiment at RHIC
      Weijian Lin (Cornell Univ.)
      02/11/2022, 16:51
      Poster
    5. 131. Machine Learning for Beam Emittance Measurement and Aberration Correction of an Electron Microscope
      Desheng Ma (member@cornell.edu;alum@cornell.edu;student@cornell.edu)
      02/11/2022, 16:53
      Poster
    6. 132. Enhancing UED temporal resolution with time-stamping virtual diagnostics
      FREDERICK CROPP (UCLA)
      02/11/2022, 16:55
      Poster
    7. 133. Analysis and Visualisation of Transverse beam properties at the European XFEL
      Raimund Kammering (Deutsches Elektronen-Synchrotron DESY)
      02/11/2022, 16:57
      Poster
    8. 134. Muon monitor signal to predict NuMI beam parameters and horn current by applying Machine Learning techniques
      Don Athula Wickremasinghe
      02/11/2022, 16:59
      Poster
    9. 135. Relating Initial Distribution to Beam Loss on the Front End of a Heavy-Ion Linac Using Machine Learning
      Anthony Tran (student@msu.edu;member@msu.edu)
      02/11/2022, 17:01
      Poster
    10. 136. Machine learning-based surrogate model construction for optics matching at the European XFEL
      Zihan Zhu (DESY)
      02/11/2022, 17:03
      Poster
    11. 137. An Efficient Classifier-Based Surrogate Assisted Evolutionary Algorithm
      Christopher Pierce (member@cornell.edu;alum@cornell.edu;student@cornell.edu)
      02/11/2022, 17:05
      Poster
    12. 138. Image Segmentation for Automated Sample Alignment in Neutron Scattering Experiments
      M. Henderson (RadiaSoft, LLC)
      02/11/2022, 17:07
      Poster
    13. 139. Optimization of dynamic aperture for the Electron-Ion Collider
      Daniel Marx
      02/11/2022, 17:09
      Poster
    14. 154. BPM measurement prediction based on HOM signals using Machine Learning
      Jorge Diaz Cruz (University of New Mexico)
      02/11/2022, 17:11
      Poster
    15. 141. Updates on the surrogate model design for MUED
      Salvador Sosa (UNM)
      02/11/2022, 17:13
      Poster
    16. 142. Prospects for Machine Learning and Pulse Shaping in the Scorpius Accelerator
      E.R. Scott (NNSS)
      02/11/2022, 17:15
      Poster
    17. 143. Exploring and Applying Different Machine Learning Techniques in a Synchrotron
      Bohong Huang (Stony Brook University)
      02/11/2022, 17:17
      Poster
    18. 145. Neural Network Surrogate Priors for Efficient Bayesian Optimization
      Ryan Roussel (SLAC National Laboratory)
      02/11/2022, 17:21
      Poster
    19. 146. Longitudinal Phase Space Manipulation at the LCLS using Neural Networks and Bayesian Optimization
      Auralee Edelen (SLAC)
      02/11/2022, 17:23
      Poster
    20. 147. Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training
      Jan Kaiser (Deutsches Elektronen-Synchrotron DESY)
      02/11/2022, 17:25
      Poster
    21. 148. APPLICATIONS OF MACHINE LEARNING IN PHOTO-CATHODE INJECTORS
      Aasma Aslam
      02/11/2022, 17:27
      Poster
    22. 149. Xopt: A Simplified Framework for Optimization of Arbitrary Problems using Advanced Algorithms
      Ryan Roussel (SLAC National Laboratory)
      02/11/2022, 17:29
      Poster
    23. 150. Fast THz Radiation Optimization for Linear Accelerator using Surrogate Model
      Chenran Xu (member@kit.edu;employee@kit.edu)
      02/11/2022, 17:31
      Poster
    24. 151. Automatic Optimization of X-ray Free-Electron Laser at SACLA
      Hirokazu Maesaka (Spring8)
      02/11/2022, 17:33
      Poster
    25. 152. A Smart Alarm for the CEBAF Injector
      Chris Tennant (Jefferson Laboratory)
      02/11/2022, 17:35
      Poster
    26. 153. Continuous Anomaly Detection and Labeling for the Fermilab Linac
      Jason St. John (Fermilab)
      02/11/2022, 17:37
      Poster
    27. 156. Apply Machine Learning in Orbit Control and Accelerator Stabilization
      Zeyu Dong (Stony Brook University)
      02/11/2022, 17:39
      Poster
    28. 157. Machine Learning to Support the ATLAS Linac Operations at Argonne
      Brahim Mustapha (ANL)
      02/11/2022, 17:41
      Poster
    29. 158. Design Optimization and In Situ Surrogate Modeling Activities in the Beam, Plasma & Accelerator Simulation Toolkit (BLAST)
      Axel Huebl (Lawrence Berkeley National Laboratory)
      02/11/2022, 17:43
      Poster
    30. 159. Data-Driven Chaos Indicators for Beam Dynamics
      Robert Rainer (Brookhaven National Laboratory)
      02/11/2022, 17:45
      Poster
    31. 140. Data-driven modelling of laser-plasma experiments enabled by large datasets
      Andre Antoine (University of Michigan)
      Poster
    32. 144. Design Optimization and In Situ Surrogate Modeling Activities in the Beam, Plasma & Accelerator Simulation Toolkit (BLAST)
      Alex Huebl (LBNL)
      Poster
    33. 127. ML Experience gained at BESSY II
      Pierre Schnizer (BESSY II)
      Poster
    Building timetable...